Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 117564 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.0 MiB |
| Average record size in memory | 80.0 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 1 |
Mean_Integrated is highly overall correlated with SD and 3 other fields | High correlation |
SD is highly overall correlated with Mean_Integrated and 3 other fields | High correlation |
EK is highly overall correlated with Mean_Integrated and 3 other fields | High correlation |
Skewness is highly overall correlated with Mean_Integrated and 3 other fields | High correlation |
Mean_DMSNR_Curve is highly overall correlated with SD_DMSNR_Curve and 3 other fields | High correlation |
SD_DMSNR_Curve is highly overall correlated with Mean_DMSNR_Curve and 3 other fields | High correlation |
EK_DMSNR_Curve is highly overall correlated with Mean_DMSNR_Curve and 3 other fields | High correlation |
Skewness_DMSNR_Curve is highly overall correlated with Mean_DMSNR_Curve and 2 other fields | High correlation |
Class is highly overall correlated with Mean_Integrated and 6 other fields | High correlation |
Class is highly imbalanced (55.3%) | Imbalance |
id is uniformly distributed | Uniform |
id has unique values | Unique |
Reproduction
| Analysis started | 2023-10-08 12:17:25.649884 |
|---|---|
| Analysis finished | 2023-10-08 12:17:39.540413 |
| Duration | 13.89 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
id
Real number (ℝ)
UNIFORM  UNIQUE 
| Distinct | 117564 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58781.5 |
| Minimum | 0 |
|---|---|
| Maximum | 117563 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 918.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5878.15 |
| Q1 | 29390.75 |
| median | 58781.5 |
| Q3 | 88172.25 |
| 95-th percentile | 111684.85 |
| Maximum | 117563 |
| Range | 117563 |
| Interquartile range (IQR) | 58781.5 |
Descriptive statistics
| Standard deviation | 33937.948 |
|---|---|
| Coefficient of variation (CV) | 0.57735764 |
| Kurtosis | -1.2 |
| Mean | 58781.5 |
| Median Absolute Deviation (MAD) | 29391 |
| Skewness | 0 |
| Sum | 6.9105883 × 109 |
| Variance | 1.1517843 × 109 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 78385 | 1 | < 0.1% |
| 78383 | 1 | < 0.1% |
| 78382 | 1 | < 0.1% |
| 78381 | 1 | < 0.1% |
| 78380 | 1 | < 0.1% |
| 78379 | 1 | < 0.1% |
| 78378 | 1 | < 0.1% |
| 78377 | 1 | < 0.1% |
| 78376 | 1 | < 0.1% |
| Other values (117554) | 117554 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 117563 | 1 | |
| 117562 | 1 | |
| 117561 | 1 | |
| 117560 | 1 | |
| 117559 | 1 | |
| 117558 | 1 | |
| 117557 | 1 | |
| 117556 | 1 | |
| 117555 | 1 | |
| 117554 | 1 |
Mean_Integrated
Real number (ℝ)
| Distinct | 11065 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 111.2483 |
| Minimum | 6.0546875 |
|---|---|
| Maximum | 189.36719 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 918.6 KiB |
Quantile statistics
| Minimum | 6.0546875 |
|---|---|
| 5-th percentile | 48.726562 |
| Q1 | 104.54688 |
| median | 116.66406 |
| Q3 | 126.29688 |
| 95-th percentile | 138.10156 |
| Maximum | 189.36719 |
| Range | 183.3125 |
| Interquartile range (IQR) | 21.75 |
Descriptive statistics
| Standard deviation | 24.906474 |
|---|---|
| Coefficient of variation (CV) | 0.22388184 |
| Kurtosis | 3.8966332 |
| Mean | 111.2483 |
| Median Absolute Deviation (MAD) | 10.75 |
| Skewness | -1.8413478 |
| Sum | 13078795 |
| Variance | 620.33244 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 106.7109375 | 127 | 0.1% |
| 120.828125 | 121 | 0.1% |
| 123.828125 | 113 | 0.1% |
| 119.3046875 | 111 | 0.1% |
| 114.8125 | 103 | 0.1% |
| 110.828125 | 103 | 0.1% |
| 114.8359375 | 99 | 0.1% |
| 113.0703125 | 98 | 0.1% |
| 114.0703125 | 96 | 0.1% |
| 112.9140625 | 96 | 0.1% |
| Other values (11055) | 116497 |
| Value | Count | Frequency (%) |
| 6.0546875 | 1 | < 0.1% |
| 6.109375 | 1 | < 0.1% |
| 6.1875 | 5 | |
| 6.234375 | 1 | < 0.1% |
| 6.265625 | 3 | |
| 6.375 | 1 | < 0.1% |
| 6.4140625 | 1 | < 0.1% |
| 6.5 | 1 | < 0.1% |
| 6.8515625 | 1 | < 0.1% |
| 6.921875 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 189.3671875 | 1 | < 0.1% |
| 186.9375 | 1 | < 0.1% |
| 184.828125 | 1 | < 0.1% |
| 184.4609375 | 5 | |
| 184.4140625 | 1 | < 0.1% |
| 183.453125 | 2 | < 0.1% |
| 181.140625 | 1 | < 0.1% |
| 180.21875 | 1 | < 0.1% |
| 177.5 | 3 | |
| 177.3359375 | 2 | < 0.1% |
SD
Real number (ℝ)
| Distinct | 49262 |
|---|---|
| Distinct (%) | 41.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.713535 |
| Minimum | 24.783273 |
|---|---|
| Maximum | 93.602933 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 918.6 KiB |
Quantile statistics
| Minimum | 24.783273 |
|---|---|
| 5-th percentile | 34.83562 |
| Q1 | 43.44339 |
| median | 47.478932 |
| Q3 | 50.862718 |
| 95-th percentile | 55.262267 |
| Maximum | 93.602933 |
| Range | 68.819661 |
| Interquartile range (IQR) | 7.4193278 |
Descriptive statistics
| Standard deviation | 6.1029406 |
|---|---|
| Coefficient of variation (CV) | 0.13064609 |
| Kurtosis | 0.7558716 |
| Mean | 46.713535 |
| Median Absolute Deviation (MAD) | 3.6530963 |
| Skewness | -0.52387943 |
| Sum | 5491830.1 |
| Variance | 37.245884 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 51.82915896 | 73 | 0.1% |
| 45.82762157 | 59 | 0.1% |
| 54.94868878 | 57 | < 0.1% |
| 44.95531636 | 54 | < 0.1% |
| 46.93619963 | 53 | < 0.1% |
| 48.9195413 | 52 | < 0.1% |
| 47.34355146 | 52 | < 0.1% |
| 48.91219013 | 51 | < 0.1% |
| 47.957271 | 50 | < 0.1% |
| 44.81400091 | 49 | < 0.1% |
| Other values (49252) | 117014 |
| Value | Count | Frequency (%) |
| 24.78327291 | 1 | < 0.1% |
| 25.06651792 | 2 | |
| 25.22005568 | 1 | < 0.1% |
| 25.62494676 | 1 | < 0.1% |
| 25.64761052 | 1 | < 0.1% |
| 25.67403438 | 1 | < 0.1% |
| 25.69524955 | 3 | |
| 25.86598272 | 1 | < 0.1% |
| 25.8865135 | 1 | < 0.1% |
| 26.06087466 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 93.60293344 | 1 | |
| 90.8525407 | 1 | |
| 86.50484652 | 1 | |
| 85.32084974 | 1 | |
| 83.91832635 | 1 | |
| 81.85308889 | 2 | |
| 81.73671477 | 1 | |
| 78.16734751 | 1 | |
| 78.08614947 | 1 | |
| 77.1397863 | 1 |
EK
Real number (ℝ)
| Distinct | 37132 |
|---|---|
| Distinct (%) | 31.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50349791 |
| Minimum | -1.7307817 |
|---|---|
| Maximum | 7.8796277 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 20555 |
| Negative (%) | 17.5% |
| Memory size | 918.6 KiB |
Quantile statistics
| Minimum | -1.7307817 |
|---|---|
| 5-th percentile | -0.1450714 |
| Q1 | 0.049760629 |
| median | 0.18649811 |
| Q3 | 0.39561956 |
| 95-th percentile | 3.4658905 |
| Maximum | 7.8796277 |
| Range | 9.6104094 |
| Interquartile range (IQR) | 0.34585893 |
Descriptive statistics
| Standard deviation | 1.127093 |
|---|---|
| Coefficient of variation (CV) | 2.2385256 |
| Kurtosis | 11.749821 |
| Mean | 0.50349791 |
| Median Absolute Deviation (MAD) | 0.16688949 |
| Skewness | 3.4349969 |
| Sum | 59193.229 |
| Variance | 1.2703386 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.527957554 | 80 | 0.1% |
| 0.262599764 | 68 | 0.1% |
| -0.049364179 | 67 | 0.1% |
| 0.034810744 | 61 | 0.1% |
| 0.339964064 | 57 | < 0.1% |
| 0.078459969 | 56 | < 0.1% |
| 4.838103704 | 54 | < 0.1% |
| 0.058494385 | 53 | < 0.1% |
| 0.095738664 | 53 | < 0.1% |
| 0.247988903 | 52 | < 0.1% |
| Other values (37122) | 116963 |
| Value | Count | Frequency (%) |
| -1.730781724 | 1 | |
| -1.707789078 | 1 | |
| -1.679039339 | 2 | |
| -1.64151544 | 1 | |
| -1.633922495 | 1 | |
| -1.624269471 | 1 | |
| -1.623129658 | 1 | |
| -1.58125809 | 2 | |
| -1.539332047 | 1 | |
| -1.478231 | 1 |
| Value | Count | Frequency (%) |
| 7.879627678 | 1 | |
| 7.860003087 | 1 | |
| 7.752495479 | 1 | |
| 7.70263554 | 1 | |
| 7.697826014 | 1 | |
| 7.627830786 | 1 | |
| 7.627580248 | 1 | |
| 7.623828606 | 1 | |
| 7.583681145 | 1 | |
| 7.572576517 | 1 |
Skewness
Real number (ℝ)
| Distinct | 41366 |
|---|---|
| Distinct (%) | 35.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8863853 |
| Minimum | -1.791886 |
|---|---|
| Maximum | 65.385974 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 49961 |
| Negative (%) | 42.5% |
| Memory size | 918.6 KiB |
Quantile statistics
| Minimum | -1.791886 |
|---|---|
| 5-th percentile | -0.52063903 |
| Q1 | -0.18895579 |
| median | 0.091720478 |
| Q3 | 0.69161283 |
| 95-th percentile | 14.439634 |
| Maximum | 65.385974 |
| Range | 67.17786 |
| Interquartile range (IQR) | 0.88056862 |
Descriptive statistics
| Standard deviation | 6.5154656 |
|---|---|
| Coefficient of variation (CV) | 3.453942 |
| Kurtosis | 20.577028 |
| Mean | 1.8863853 |
| Median Absolute Deviation (MAD) | 0.364716 |
| Skewness | 4.3975754 |
| Sum | 221771 |
| Variance | 42.451292 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.374934811 | 83 | 0.1% |
| 0.099693988 | 59 | 0.1% |
| -0.07976327 | 59 | 0.1% |
| 0.039792179 | 58 | < 0.1% |
| -0.253865826 | 50 | < 0.1% |
| -0.098377946 | 49 | < 0.1% |
| 0.764473291 | 49 | < 0.1% |
| -0.095198469 | 48 | < 0.1% |
| 0.948994138 | 47 | < 0.1% |
| -0.264776811 | 47 | < 0.1% |
| Other values (41356) | 117015 |
| Value | Count | Frequency (%) |
| -1.791885981 | 1 | |
| -1.781888301 | 2 | |
| -1.660049111 | 1 | |
| -1.648617371 | 1 | |
| -1.644425134 | 1 | |
| -1.644414315 | 1 | |
| -1.584885607 | 1 | |
| -1.557604319 | 1 | |
| -1.549020253 | 1 | |
| -1.515920685 | 1 |
| Value | Count | Frequency (%) |
| 65.38597385 | 1 | |
| 63.26373147 | 1 | |
| 62.81463149 | 1 | |
| 61.99791594 | 1 | |
| 60.47768587 | 1 | |
| 58.05843453 | 1 | |
| 57.52006828 | 1 | |
| 57.50455774 | 1 | |
| 57.17523165 | 1 | |
| 57.16083048 | 1 |
Mean_DMSNR_Curve
Real number (ℝ)
| Distinct | 12474 |
|---|---|
| Distinct (%) | 10.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.962921 |
| Minimum | 0.2132107 |
|---|---|
| Maximum | 217.37124 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 918.6 KiB |
Quantile statistics
| Minimum | 0.2132107 |
|---|---|
| 5-th percentile | 1.264214 |
| Q1 | 2.090301 |
| median | 2.8085284 |
| Q3 | 4.1229097 |
| 95-th percentile | 78.407567 |
| Maximum | 217.37124 |
| Range | 217.15803 |
| Interquartile range (IQR) | 2.0326087 |
Descriptive statistics
| Standard deviation | 26.719946 |
|---|---|
| Coefficient of variation (CV) | 2.2335637 |
| Kurtosis | 12.154401 |
| Mean | 11.962921 |
| Median Absolute Deviation (MAD) | 0.8687291 |
| Skewness | 3.4247096 |
| Sum | 1406408.8 |
| Variance | 713.95554 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.294314381 | 225 | 0.2% |
| 2.33277592 | 224 | 0.2% |
| 2.970735786 | 223 | 0.2% |
| 1.940635452 | 220 | 0.2% |
| 2.52090301 | 206 | 0.2% |
| 2.943143813 | 192 | 0.2% |
| 2.567725753 | 189 | 0.2% |
| 2.717391304 | 181 | 0.2% |
| 2.9590301 | 175 | 0.1% |
| 2.816053512 | 169 | 0.1% |
| Other values (12464) | 115560 |
| Value | Count | Frequency (%) |
| 0.213210702 | 6 | |
| 0.2909699 | 2 | < 0.1% |
| 0.31270903 | 2 | < 0.1% |
| 0.323578595 | 2 | < 0.1% |
| 0.341973244 | 1 | < 0.1% |
| 0.352842809 | 1 | < 0.1% |
| 0.367056856 | 1 | < 0.1% |
| 0.367892977 | 1 | < 0.1% |
| 0.369565217 | 1 | < 0.1% |
| 0.372073579 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 217.3712375 | 2 | |
| 209.3001672 | 1 | < 0.1% |
| 208.6295987 | 2 | |
| 207.3026756 | 1 | < 0.1% |
| 203.8177258 | 1 | < 0.1% |
| 202.3319398 | 2 | |
| 200.458194 | 1 | < 0.1% |
| 199.5777592 | 4 | |
| 199.5351171 | 1 | < 0.1% |
| 199.3135452 | 2 |
SD_DMSNR_Curve
Real number (ℝ)
| Distinct | 48050 |
|---|---|
| Distinct (%) | 40.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.190678 |
| Minimum | 7.3704322 |
|---|---|
| Maximum | 109.89078 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 918.6 KiB |
Quantile statistics
| Minimum | 7.3704322 |
|---|---|
| 5-th percentile | 11.883665 |
| Q1 | 14.955405 |
| median | 18.164924 |
| Q3 | 24.732218 |
| 95-th percentile | 76.924867 |
| Maximum | 109.89078 |
| Range | 102.52035 |
| Interquartile range (IQR) | 9.776813 |
Descriptive statistics
| Standard deviation | 20.041937 |
|---|---|
| Coefficient of variation (CV) | 0.76523168 |
| Kurtosis | 2.9645146 |
| Mean | 26.190678 |
| Median Absolute Deviation (MAD) | 3.9350514 |
| Skewness | 2.0103449 |
| Sum | 3079080.9 |
| Variance | 401.67923 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16.76626465 | 65 | 0.1% |
| 14.83555934 | 63 | 0.1% |
| 13.82601301 | 57 | < 0.1% |
| 17.89844422 | 56 | < 0.1% |
| 14.72370745 | 50 | < 0.1% |
| 17.91224533 | 47 | < 0.1% |
| 15.86849195 | 47 | < 0.1% |
| 15.92900231 | 47 | < 0.1% |
| 18.63421079 | 45 | < 0.1% |
| 18.81215941 | 45 | < 0.1% |
| Other values (48040) | 117042 |
| Value | Count | Frequency (%) |
| 7.370432165 | 3 | |
| 7.473461921 | 1 | < 0.1% |
| 7.663910248 | 1 | < 0.1% |
| 7.664622639 | 1 | < 0.1% |
| 7.804608673 | 1 | < 0.1% |
| 7.946781424 | 2 | |
| 7.957518897 | 1 | < 0.1% |
| 7.994774769 | 1 | < 0.1% |
| 8.024076816 | 1 | < 0.1% |
| 8.026750758 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 109.8907849 | 1 | < 0.1% |
| 109.7126491 | 2 | |
| 109.6909087 | 1 | < 0.1% |
| 109.5757343 | 1 | < 0.1% |
| 109.5619535 | 1 | < 0.1% |
| 109.2511708 | 1 | < 0.1% |
| 108.9314268 | 2 | |
| 108.9131219 | 1 | < 0.1% |
| 108.9018796 | 3 | |
| 108.8275081 | 1 | < 0.1% |
EK_DMSNR_Curve
Real number (ℝ)
| Distinct | 42870 |
|---|---|
| Distinct (%) | 36.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.0374883 |
| Minimum | -2.5978719 |
|---|---|
| Maximum | 34.539844 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3409 |
| Negative (%) | 2.9% |
| Memory size | 918.6 KiB |
Quantile statistics
| Minimum | -2.5978719 |
|---|---|
| 5-th percentile | 0.59493038 |
| Q1 | 6.7429112 |
| median | 8.4428828 |
| Q3 | 10.003237 |
| 95-th percentile | 13.703689 |
| Maximum | 34.539844 |
| Range | 37.137716 |
| Interquartile range (IQR) | 3.2603261 |
Descriptive statistics
| Standard deviation | 3.8409802 |
|---|---|
| Coefficient of variation (CV) | 0.47788315 |
| Kurtosis | 1.3698607 |
| Mean | 8.0374883 |
| Median Absolute Deviation (MAD) | 1.6379396 |
| Skewness | -0.041686179 |
| Sum | 944919.28 |
| Variance | 14.753129 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.96401612 | 73 | 0.1% |
| 8.43257251 | 64 | 0.1% |
| 10.63844438 | 61 | 0.1% |
| 8.89029666 | 59 | 0.1% |
| 8.858354116 | 59 | 0.1% |
| 8.979295493 | 58 | < 0.1% |
| 8.039443285 | 56 | < 0.1% |
| 7.849797678 | 56 | < 0.1% |
| 9.019420736 | 54 | < 0.1% |
| 8.235864174 | 52 | < 0.1% |
| Other values (42860) | 116972 |
| Value | Count | Frequency (%) |
| -2.597871861 | 1 | |
| -2.550922925 | 1 | |
| -2.545733541 | 2 | |
| -2.495522074 | 1 | |
| -2.473625985 | 1 | |
| -2.47361387 | 1 | |
| -2.470787703 | 1 | |
| -2.462512109 | 1 | |
| -2.449008501 | 2 | |
| -2.392788155 | 1 |
| Value | Count | Frequency (%) |
| 34.53984419 | 3 | |
| 32.17418904 | 1 | < 0.1% |
| 31.31226734 | 1 | < 0.1% |
| 30.99291931 | 1 | < 0.1% |
| 29.89709964 | 1 | < 0.1% |
| 28.98802871 | 1 | < 0.1% |
| 28.29723073 | 2 | |
| 28.13728243 | 1 | < 0.1% |
| 28.05250136 | 1 | < 0.1% |
| 27.96806604 | 2 |
Skewness_DMSNR_Curve
Real number (ℝ)
| Distinct | 50648 |
|---|---|
| Distinct (%) | 43.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.881076 |
| Minimum | -1.9769756 |
|---|---|
| Maximum | 1191.0008 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8597 |
| Negative (%) | 7.3% |
| Memory size | 918.6 KiB |
Quantile statistics
| Minimum | -1.9769756 |
|---|---|
| 5-th percentile | -0.78511577 |
| Q1 | 49.409136 |
| median | 83.421375 |
| Q3 | 122.09329 |
| 95-th percentile | 228.00129 |
| Maximum | 1191.0008 |
| Range | 1192.9778 |
| Interquartile range (IQR) | 72.684154 |
Descriptive statistics
| Standard deviation | 79.96211 |
|---|---|
| Coefficient of variation (CV) | 0.85173833 |
| Kurtosis | 11.350114 |
| Mean | 93.881076 |
| Median Absolute Deviation (MAD) | 36.162412 |
| Skewness | 2.3740334 |
| Sum | 11037035 |
| Variance | 6393.9391 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.914087857 | 85 | 0.1% |
| 72.82662621 | 54 | < 0.1% |
| 81.8654112 | 49 | < 0.1% |
| 77.86910097 | 44 | < 0.1% |
| -1.928211959 | 43 | < 0.1% |
| 52.92907564 | 41 | < 0.1% |
| 118.908113 | 41 | < 0.1% |
| 65.08793777 | 41 | < 0.1% |
| 98.81337916 | 40 | < 0.1% |
| -0.918212092 | 40 | < 0.1% |
| Other values (50638) | 117086 |
| Value | Count | Frequency (%) |
| -1.976975603 | 2 | < 0.1% |
| -1.973761069 | 1 | < 0.1% |
| -1.972978508 | 1 | < 0.1% |
| -1.966926392 | 2 | < 0.1% |
| -1.966926228 | 1 | < 0.1% |
| -1.964997899 | 5 | |
| -1.964320987 | 1 | < 0.1% |
| -1.949108868 | 3 | < 0.1% |
| -1.948954964 | 12 | |
| -1.947999318 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1191.000837 | 3 | |
| 1072.793069 | 1 | < 0.1% |
| 1022.201175 | 1 | < 0.1% |
| 1017.403028 | 1 | < 0.1% |
| 949.7002887 | 1 | < 0.1% |
| 900.3674111 | 1 | < 0.1% |
| 900.094444 | 1 | < 0.1% |
| 881.7167208 | 1 | < 0.1% |
| 880.1561192 | 1 | < 0.1% |
| 863.4332292 | 2 |
Class
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 918.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 117564 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 106597 | |
| 1 | 10967 | 9.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 106597 | |
| 1 | 10967 | 9.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 106597 | |
| 1 | 10967 | 9.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 117564 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 106597 | |
| 1 | 10967 | 9.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 117564 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 106597 | |
| 1 | 10967 | 9.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 117564 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 106597 | |
| 1 | 10967 | 9.3% |
| id | Mean_Integrated | SD | EK | Skewness | Mean_DMSNR_Curve | SD_DMSNR_Curve | EK_DMSNR_Curve | Skewness_DMSNR_Curve | Class | |
|---|---|---|---|---|---|---|---|---|---|---|
| id | 1.000 | -0.005 | -0.004 | 0.007 | 0.004 | 0.002 | 0.002 | -0.001 | -0.001 | 0.003 |
| Mean_Integrated | -0.005 | 1.000 | 0.537 | -0.874 | -0.653 | -0.127 | -0.134 | 0.129 | 0.129 | 0.903 |
| SD | -0.004 | 0.537 | 1.000 | -0.549 | -0.899 | -0.073 | -0.080 | 0.075 | 0.076 | 0.650 |
| EK | 0.007 | -0.874 | -0.549 | 1.000 | 0.682 | 0.126 | 0.134 | -0.127 | -0.128 | 0.940 |
| Skewness | 0.004 | -0.653 | -0.899 | 0.682 | 1.000 | 0.109 | 0.116 | -0.111 | -0.111 | 0.893 |
| Mean_DMSNR_Curve | 0.002 | -0.127 | -0.073 | 0.126 | 0.109 | 1.000 | 0.933 | -0.988 | -0.983 | 0.596 |
| SD_DMSNR_Curve | 0.002 | -0.134 | -0.080 | 0.134 | 0.116 | 0.933 | 1.000 | -0.925 | -0.961 | 0.720 |
| EK_DMSNR_Curve | -0.001 | 0.129 | 0.075 | -0.127 | -0.111 | -0.988 | -0.925 | 1.000 | 0.991 | 0.637 |
| Skewness_DMSNR_Curve | -0.001 | 0.129 | 0.076 | -0.128 | -0.111 | -0.983 | -0.961 | 0.991 | 1.000 | 0.190 |
| Class | 0.003 | 0.903 | 0.650 | 0.940 | 0.893 | 0.596 | 0.720 | 0.637 | 0.190 | 1.000 |
| id | Mean_Integrated | SD | EK | Skewness | Mean_DMSNR_Curve | SD_DMSNR_Curve | EK_DMSNR_Curve | Skewness_DMSNR_Curve | Class | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 133.171875 | 59.716081 | 0.043133 | -0.703383 | 54.917224 | 70.084438 | 0.749798 | -0.649512 | 0 |
| 1 | 1 | 87.093750 | 36.257973 | 0.435469 | 2.266057 | 3.417224 | 21.865069 | 7.039330 | 52.686251 | 0 |
| 2 | 2 | 112.640625 | 39.818393 | 0.379639 | 0.922306 | 2.730769 | 15.689690 | 8.193471 | 85.649785 | 0 |
| 3 | 3 | 120.679688 | 45.918448 | -0.098490 | 0.011775 | 2.696488 | 20.954662 | 8.183874 | 70.332899 | 0 |
| 4 | 4 | 134.070312 | 57.720107 | -0.107772 | -0.573335 | 1.107860 | 11.255051 | 16.107748 | 308.753765 | 0 |
| 5 | 5 | 131.632812 | 52.563210 | -0.075253 | -0.495825 | 2.194816 | 15.537425 | 9.033439 | 97.032406 | 0 |
| 6 | 6 | 110.937500 | 41.556955 | 0.312844 | 0.559022 | 1.965719 | 17.191469 | 10.396774 | 118.724270 | 0 |
| 7 | 7 | 120.203125 | 49.927902 | -0.089990 | -0.321367 | 3.280100 | 18.376840 | 8.190561 | 77.917237 | 0 |
| 8 | 8 | 112.414062 | 46.939866 | 0.282551 | 0.151784 | 3.336957 | 21.929529 | 7.693330 | 65.186279 | 0 |
| 9 | 9 | 99.859375 | 48.089189 | 0.693710 | 0.281663 | 3.414716 | 24.181910 | 7.958684 | 65.084575 | 0 |
| id | Mean_Integrated | SD | EK | Skewness | Mean_DMSNR_Curve | SD_DMSNR_Curve | EK_DMSNR_Curve | Skewness_DMSNR_Curve | Class | |
|---|---|---|---|---|---|---|---|---|---|---|
| 117554 | 117554 | 105.351562 | 45.054030 | 0.316909 | 0.185841 | 2.569398 | 16.049864 | 8.518318 | 88.675055 | 0 |
| 117555 | 117555 | 34.984375 | 27.461034 | 5.473133 | 32.744258 | 46.025084 | 68.801723 | 1.516625 | 0.745529 | 1 |
| 117556 | 117556 | 149.289062 | 51.407380 | -0.669991 | 0.147756 | 44.520903 | 79.325701 | 1.253041 | -0.486788 | 0 |
| 117557 | 117557 | 125.171875 | 51.982532 | 0.247792 | -0.394874 | 1.458194 | 11.404185 | 13.343828 | 235.304336 | 0 |
| 117558 | 117558 | 52.000000 | 33.096176 | 3.869559 | 21.814703 | 122.993311 | 72.944748 | -0.115862 | -0.924021 | 1 |
| 117559 | 117559 | 132.843750 | 56.748838 | -0.060070 | -0.554084 | 4.054348 | 27.844144 | 6.564423 | 44.442664 | 0 |
| 117560 | 117560 | 112.578125 | 52.539271 | 0.179580 | -0.306961 | 1.637960 | 15.331913 | 11.384718 | 142.535470 | 0 |
| 117561 | 117561 | 119.757812 | 49.980013 | 0.064402 | -0.270822 | 3.877926 | 19.788559 | 6.959740 | 56.367789 | 0 |
| 117562 | 117562 | 105.789062 | 46.986595 | 0.441426 | 0.372466 | 2.097826 | 17.170612 | 9.442445 | 99.074539 | 0 |
| 117563 | 117563 | 113.515625 | 50.935956 | 0.031517 | -0.443831 | 23.290970 | 62.006842 | 2.386364 | 4.001859 | 0 |